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Data Scientist

Job Details

  • Job Posting Type Managed on Cluzters.ai

Company Details

Full Time Job Requirement Details

  • Designation Data Scientist
  • Required Skills R Programming, Python Programming, Statistical Analysis, Machine Learning, Predictive Modeling, Advanced Visualization, Big Data
  • Position Level Manager Level
  • Years of Experience 7-10 years
  • Indicative Package Range Not Disclosed
  • Domain Expertise Banking and Financial Services
  • Highest Qualification M.B.A, B.E / B.Tech, Any Post Graduation

JOB DESCRIPTION











Job Purpose



To support the data driven decision making for DBS products, processes, and business through the creation of data dashboards, infographics, models per business requirement.



 












Key Accountabilities




  • Develop statistical learning models by using AI / ML Techniques

  • Identify insights (opportunities) for business growth and communicate results and ideas to key decision makers  

  • Regular portfolio health check-ups through Business Insights and identifying areas of growth and areas of sluggishness within portfolio

  • Drive insight led actionable to help achieve portfolio targets

  • Support business in meeting the Budgets through Analytical Insights; support stakeholders in Business Reviews



 












Job Duties & responsibilities




  • Involve in building Machine Learning models, data science solutions and working with state-of-art data science and Machine Learning Tools such as Spark, Sklearn, Tensorflow, and will have mastery in any number of Analytic Programming languages/platforms like Python, R. etc.

  • Work with large datasets, distributed Big Data Platforms for a variety of advanced analytics solutions across the bank ranging from recommendation engines, propensity models, customer segmentation, Graph models, Credit underwriting model, pricing and more

  • Engage with business and product teams to formulate problems and create solution framework

  • End-to-End execution from data collection, analysis, feature engineering, model development, implementation (including testing) and monitoring

  • Design A/B test experiments to test the model effectiveness and analyze to identify the target segments

  • Drive the testing and deployment of the machine learning products into production

  • Excellent pattern recognition and predictive modelling skills

  • Understand the Product Journeys and help business to improve the customer experience



 





















Required Experience



Non-technical Experience




  • Strong academic background

  • Should be self-motivated, adaptable, focused and well organized

  • Should possess a creative bent of mind and should be a strategic thinker



Technical Experience




  • 5-9 years of experience in Data Science/Analytics (consumer banking, ecommerce, retail, telecoms, technology) with demonstrated track of generating value through DS/ML/AI solutions

  • Should have full understanding of applications of DS/ML/AI solutions to various business problems

  • Proficiency in using databases like Teradata, NoSQL and Hadoop using SQL, Hive, Spark, etc.,

  • Programming experience in Python, R, Spark, SAS, TensorFlow or other machine learning oriented programming languages/platforms

  • Good understanding of technology tools especially those related to analytics, data & modelling

  • Ability to communicate complex analysis/models across a diverse team

  • Good written and oral communication skills



 












 

Education / Preferred Experience




  • B.Sc./ M.Sc. or equivalent degree in Statistics, Analytics, Applied Mathematics, Operation Research, or equivalent quantitative fields preferred.

  • Prior Working experience of AI / ML / DS is must


ABOUT COMPANY

DBS, a leading financial services group headquartered in Singapore, operates across 18 markets. We are an Asia-centric commercial bank focused on harnessing the region’s long-term potential as the centre of economic gravity shifts eastwards to Asia. A frontrunner in digital transformation, we seek to deliver a new kind of banking that is so simple, seamless and invisible, that customers have more time to spend on the people or things they care about. At DBS, we are also a strong advocate of building a sustainable future. Working with partners, we empower people to live larger than themselves. We create avenues that encourage our customers to live socially-conscious; establish platforms to help social entrepreneurs bring their ideas to life; and provide the next generation with opportunities to develop innovative solutions that address sustainability issues. We are distinct from local lenders or global players. As an Asian specialist and a leader in digital transformation, we have the reach and sophistication to outcompete local lenders, and deep Asian insights that distinguish us from global competitors. We seek to intermediate trade and investment flows between Asia’s three key axes of growth – Southeast Asia, Greater China and South Asia – as well as participate in Asia’s growing affluence. Our key franchises are in Singapore, Hong Kong, China, Taiwan, India and Indonesia. In Singapore, we are a universal bank serving all customer segments, including the mass market through the DBS and POSB, also known as the “People’s Bank”. In our other markets, we focus on three lines of business: - Corporate banking - SME banking - Wealth management

Location

Location Information

  • Location: Mumbai, Maharashtra, India - Get Directions
  • Formatted Address: Mumbai, Maharashtra, India
  • Street Address: Mumbai
  • City: Mumbai
  • State: Maharashtra
  • Country: India